MetabolicSurv-package | MetabolicSurv: A biomarker validation approach for predicting survival using metabolic signature. |
CVLasoelacox | Cross Validations for Lasso Elastic Net Survival predictive models and Classification |
cvle | The cvle Class. |
cvle-class | The cvle Class. |
CVMajorityvotes | Cross validation for majority votes |
CVMetSpecificCoxPh | Cross validation for the Metabolite specific analysis |
cvmm | The cvmm Class. |
cvmm-class | The cvmm Class. |
cvmv | The cvmv Class. |
cvmv-class | The cvmv Class. |
CVPcaPls | Cross Validations for PCA and PLS based methods |
cvpp | The cvpp Class. |
cvpp-class | The cvpp Class. |
CVSim | Cross validation for sequentially increases metabolites |
cvsim | The cvsim Class. |
cvsim-class | The cvsim Class. |
DataHR | Survival and Prognostic Data . |
DistHR | Null Distribution of the Estimated HR |
EstimateHR | Classification, Survival Estimation and Visualization |
fcv | The fcv Class. |
fcv-class | The fcv Class. |
Icvlasoel | Inner and Outer Cross Validations for Lasso Elastic Net Survival predictive models and Classification |
Lasoelacox | Wapper function for glmnet |
Majorityvotes | Classifiction for Majority Votes |
MetabolicSurv | MetabolicSurv: A biomarker validation approach for predicting survival using metabolic signature. |
MetFreq | Frequency of Selected Metabolites from the Metabolite specific Cross Validation |
ms | The ms Class. |
ms-class | The ms Class. |
MSData | Generate Artificial Metabolic Survival Data |
MSpecificCoxPh | Metabolite by metabolite Cox proportional analysis |
perm | The perm Class. |
perm-class | The perm Class. |
plot-method | The cvle Class. |
plot-method | The cvmm Class. |
plot-method | The cvmv Class. |
plot-method | The cvpp Class. |
plot-method | The cvsim Class. |
plot-method | The fcv Class. |
plot-method | The ms Class. |
plot-method | The perm Class. |
QuantileAnalysis | Quantile sensitivity analysis |
show-method | The cvle Class. |
show-method | The cvmm Class. |
show-method | The cvmv Class. |
show-method | The cvpp Class. |
show-method | The cvsim Class. |
show-method | The fcv Class. |
show-method | The ms Class. |
show-method | The perm Class. |
SIMet | Sequential Increase in Metabolites for the PCA or PLS classifier |
summary-method | The cvle Class. |
summary-method | The cvmm Class. |
summary-method | The cvmv Class. |
summary-method | The cvpp Class. |
summary-method | The cvsim Class. |
summary-method | The fcv Class. |
summary-method | The ms Class. |
summary-method | The perm Class. |
SurvPcaClass | Survival PCA and Classification for metabolic data |
SurvPlsClass | Survival PLS and Classification for metabolic data |